菜单
Show or plot recorded metric flow for an autoresearch-wrapper run. Use when the user wants the chronological metric sequence, best-so-far progression, or a terminal-friendly plot.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Discover dependency-aware optimization candidates across repo modules or files, classify them as surely or probably optimizable, collect the required metric and run settings, and drive a Git-worktree-backed autoresearch loop with status and resume helpers.
Create a feature-addition run with multiple candidate implementations. Use when the user wants to add a new feature and compare approaches to find the best capability ceiling.
Create a feature-deletion run that removes a part and optimizes dependent parameters. Use when the user wants to remove a module or file and find the best post-deletion configuration.
Poll the active autoresearch-wrapper run at a configurable interval. Use when the user wants to watch run progress, check rounds completed, best metric, and early exit status.
Start or resume a dependency-aware autoresearch-wrapper run in Git worktrees. Use when the target and metric are already configured and the user wants to initialize or continue the optimization loop.
Dependency-aware repo optimization workflow. Use when scanning a repo for optimizable parts, selecting a target, wrapping a repo-local script, configuring metrics and execution settings, or orchestrating a worktree-backed autoresearch run.
| name | autoresearch-wrapper-flow |
| description | Show or plot recorded metric flow for an autoresearch-wrapper run. Use when the user wants the chronological metric sequence, best-so-far progression, or a terminal-friendly plot. |
Use the launcher next to this skill:
if [ -n "${CLAUDE_SKILL_DIR:-}" ]; then
AUTORESEARCH_RUNNER="${CLAUDE_SKILL_DIR}/run.sh"
elif [ -n "${CLAUDE_PLUGIN_ROOT:-}" ]; then
AUTORESEARCH_RUNNER="${CLAUDE_PLUGIN_ROOT}/skills/autoresearch-wrapper-flow/run.sh"
elif [ -f ".claude/skills/autoresearch-wrapper-flow/run.sh" ]; then
AUTORESEARCH_RUNNER="$(readlink -f ".claude/skills/autoresearch-wrapper-flow/run.sh")"
elif [ -f "skills/autoresearch-wrapper-flow/run.sh" ]; then
AUTORESEARCH_RUNNER="$(readlink -f "skills/autoresearch-wrapper-flow/run.sh")"
else
echo "Could not resolve the autoresearch-wrapper-flow launcher" >&2; exit 1
fi
Use:
bash "$AUTORESEARCH_RUNNER" flow
When this skill is invoked:
Include the ASCII plot when presenting the result.
If the user asks for raw structured data, use:
bash "$AUTORESEARCH_RUNNER" flow --json
/autoresearch-wrapper-flow